We build, ship, and measure everything.

Automation, products and results-season services from a small team inside PW. Here’s the current scoreboard.

0 Lakh+
Students scored on our calculators
0 Lakh+
Page visits in results season
~0 Lakh
Students predicted their colleges on Career Wallah
0K+
New signups generated on PW.live
01Automation02Products03Services
01

Automation

Pipelines that run themselves — streams, notes, transcripts.

LoopLive — live site
Live↗

LoopLive

24/7 live looping on YouTube

Auto-managed live streams that keep a channel broadcasting around the clock. Set up a playlist once — the loop keeps running, no laptop, no operator.

0 Lakh+
views in the last 90 days
0/7
stream uptime
  • Per-user dashboard for continuous live streams
StreamingAutomationYouTube Live
StudyMats — live site
Live↗

StudyMats

The study companion

Curated PDF material, class notes and mock tests for competitive-exam aspirants — organised, searchable and always in your pocket.

0+
individual note pages
0
classes covered — NCERT & PYQs
  • All NCERT notes, Class 1st–12th
  • Three categories of notes
  • Previous-year topics highlighted
  • Analysed DPPsnext
  • PYQ analysisnext
EducationContent
YT Transcription — live site
Internal↗

YT Transcription

Hours of video, minutes of reading

A pipeline that turns long YouTube footage into clean, searchable transcripts — built to mine NEET result stories out of celebration streams and Zoom calls.

0h
of video parsed
0K+
words analyzed
0
unique student stories
  • All NEET result stories transcribed — celebrations & Zoom calls
  • Self-serve portal for more videosnext
TranscriptionPipelineYouTube
Live

Khazana

Every past batch, in one place

A directory of videos from previous batches, compiled together — lectures from earlier years organised and browsable across multiple categories.

0K+
hours of content organised
  • 50K+ hours compiled from previous batches
  • Multiple categories
EducationContentDirectory
02

Products

Things people install, hold, or open every day.

Hardware
MVP done↗

AI Lamp

The lamp that watches your notes

A physical desk lamp with an embedded camera and edge compute, paired with a mobile app. It sits beside the student, sees what they're working on, and quietly assists — no phone in hand, no distractions.

AI Lamp — live site
  • MVP built and working
  • Beta testingnext
  • Launch-ready productnext
IoTEdge AICameraiOSAndroid
Software
Publishing

FitnessWallah

Your workout companion

iOS & Android app for tracking gym workouts, following training plans, and staying consistent with friends. Built for people who show up.

  • iOS & Android app built
  • App Store publishingnext
  • Play Store publishingnext
iOSAndroidFitness
Career Wallah — live site
Live↗

Career Wallah

The portal every aspirant refreshes

The results-season hub — real-time JEE & NEET results, rank prediction, cut-off intelligence and counselling guidance, trusted by lakhs of Indian aspirants.

0 Lakh+
page visits in the last 90 days
EducationIndiaHigh traffic
SeniorLink — live site
In development↗

SeniorLink

Guidance from seniors who've been there

A portal connecting aspirants with seniors and alumni who've already cracked it — honest guidance on exams, college choices, and what comes after.

  • Alumni & Aspirant Connectnext
EducationMentorshipCommunity
03

Services

High-traffic utilities and internal intelligence for results season.

PW Batch Content Compare — live site
Live↗

PW Batch Content Compare

Competitive intelligence for coaching batches

Benchmark Class-11 JEE/NEET batches side by side on real teaching hours, lectures, chapter coverage and material — every figure independently scraped and normalized.

0
batches tracked
0
comparison metrics
  • Batch-vs-batch benchmarking
  • Nine comparison metrics
  • Graphical comparison view
  • New categoriesnext
  • More batchesnext
Ed-techAnalyticsInternal tool
NEET Score Calculator — live site
Live↗

NEET Score Calculator

Marks the moment the key drops

Instant NEET score estimates from the official answer key — students upload a response sheet and get their marks in seconds.

~0K
students scored
~0K
page visits
  • ~40K students scored successfully
  • ~80K page visits
  • More featuresnext
  • Visual score breakdownsnext
NEETHigh trafficResults season
JEE Score Calculator — live site
Live↗

JEE Score Calculator

Percentile before the portal loads

Score and percentile estimates for JEE Mains the moment response sheets are out — the fastest sanity check an aspirant can get.

0K+
submissions
JEEHigh trafficResults season
Internal

Bulk Result Fetching

Thousands of results in one run

Fetches and parses exam results at scale — entire batches of roll numbers in a single pass — powering rank analysis and outreach during results season.

0 Lakh+
verified results fetched
0
categories
ScrapingDataInternal tool

Have something in mind?

We’re Team GaFa — a small team inside PW building automation, products, and results-season services. Drop us a line and we’ll get back the same week.

khazana@pw.live